A long-lost cosmic explosion, buried within two decades of NASA’s Chandra X-ray data, has been uncovered by astronomers using artificial intelligence. This powerful and fleeting X-ray burst, never seen before, challenges our understanding of space and opens new avenues for exploration.
Mysterious Cosmic Explosion Hidden in Plain Sight
Astronomers have made a rare “needle in the haystack” discovery—an extremely powerful explosion from an unknown object outside our galaxy. This cosmic event remained hidden for years within NASA’s Chandra X-ray Observatory archives, buried in two decades of observations.
Researchers from Stanford University and Harvard University suggest this mysterious explosion could be the first X-ray burster detected in the Large Magellanic Cloud (LMC), a rare flare from a magnetar, or something entirely new.
A Cosmic Photo Album Surprise
Imagine flipping through old photo albums and suddenly finding something fascinating hidden in the background of a picture, no one had ever noticed before. Now imagine doing that on a cosmic scale. Using a novel machine learning approach, researchers looked back through over 20 years of archived observations from NASA’s Chandra X-ray Observatory and discovered a remarkable, powerful X-ray flash from an unknown object outside our galaxy.

A Flash That Vanished in Seconds
On May 15, 2020, while Chandra was observing the remains of an exploded star in the LMC, a small galaxy neighboring our Milky Way, it accidentally captured a bright and extremely fast X-ray flash from an unknown origin. This flash appeared and disappeared within a few seconds, went unnoticed during the initial observation, and was stored in the large Chandra archive.
The novel machine learning method used in the study unveiled the so-called extragalactic fast X-ray transient (FXT), which the researchers named XRT 200515.
An Explosion Unlike Any Other
XRT 200515 produced an incredibly energetic initial burst that lasted only 10 seconds, unlike other bursts that lasted for minutes or hours. This was followed by a longer, less energetic afterglow lasting a few minutes.
As neither Chandra nor any other telescope has ever recorded the source before or since this burst, its true nature remains a puzzle.

Theories Behind the Mysterious Burst
One potential explanation is that it could be the first X-ray burster detected in the LMC. X-ray bursters are systems involving two stars: one small and super-dense dead star, a neutron star, and a normal companion star that orbits around it. The neutron star pulls gas from its companion, triggering a massive thermonuclear explosion when enough gas builds up.
Another theory proposes that it could be a rare, giant flare from a distant magnetar—a neutron star with extremely strong magnetic fields. These flares are among the most explosive events in the cosmos, releasing a huge amount of gamma rays in a very short time. If XRT 200515 is an X-ray counterpart to such an event, it would be the first giant magnetar flare observed at these X-ray energy levels.
AI Opens the Door to More Discoveries
This discovery highlights the dynamic and ever-changing nature of space, with exciting phenomena occurring constantly. It also underscores the value of using artificial intelligence for scientific discovery in archived astronomical data. There could be countless other discoveries waiting to be found in observations we’ve already made.
“This discovery reminds us that space is full of mysteries still waiting to be uncovered,” commented the lead researcher. “AI is a game-changer in helping us sift through massive amounts of data to find these hidden gems.”
Conclusion
The discovery of XRT 200515 is a testament to the potential of machine learning in astronomy. It challenges our current understanding of space and opens new avenues for research. The cosmos is vast and full of surprises, and with the right tools, we can uncover more secrets hidden in plain sight.
This discovery also highlights the importance of exploring archival data. As technology advances, we gain new insights and techniques that can reveal hidden phenomena from decades-old observations.
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Stay curious and keep exploring!